SUDV Model Results: Binding Strength to Bat NPC1 with Bootstrap Analysis

Adrian Castellanos published model results for Sudan virus (SUDV) binding strength to bat NPC1 protein on 2026-05-20. The 57.1 MB collection includes evaluation metrics for 500 parameter combinations, results from 100 bootstrap iterations, and SHAP values for variable importance. Files are provided in CSV format under a CC-BY-4.0 license.

Use Cases

• Selecting optimal model parameters based on evaluation of 500 parameter combinations.
• Assessing model robustness and uncertainty using results from 100 bootstrap iterations.
• Interpreting feature importance for virus binding predictions using provided SHAP values.
• Comparing variable influence across different bootstrap runs with the provided importance results.

Strengths

• Includes results from 100 bootstrap iterations for uncertainty quantification.
• Evaluates a broad search space of 500 different parameter combinations.
• Provides SHAP values for model interpretability on a per-variable basis.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Computational model results, likely from simulations or statistical fitting.

Freshness

Last updated 2026-05-20 13:44:21; freshness should be verified.